summaryrefslogtreecommitdiff
path: root/artifacts/manifold_gate/recovery_vg_k256_seed0.json
blob: c297937c67a889ec441fba8117e49cfb59344598 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
{
  "protocol": "The text side enters through a hidden shuffle; the optimizer never sees pair, order, or truth information. Hidden truth scores outcomes only.",
  "dataset": "vg",
  "dims": 256,
  "samples": 512,
  "true_energy": 0.8978781700134277,
  "chance_accuracy": 0.001953125,
  "arms": {
    "tempering": {
      "replicas": [
        {
          "accuracy": 0.03125,
          "energy": 0.9823524951934814,
          "energy_over_true": 0.09408216838459316
        },
        {
          "accuracy": 0.00390625,
          "energy": 0.9979248046875,
          "energy_over_true": 0.11142562322522664
        },
        {
          "accuracy": 0.00390625,
          "energy": 1.0030333995819092,
          "energy_over_true": 0.1171152535838007
        },
        {
          "accuracy": 0.001953125,
          "energy": 1.0639879703521729,
          "energy_over_true": 0.1850026049038045
        },
        {
          "accuracy": 0.0,
          "energy": 1.1171770095825195,
          "energy_over_true": 0.24424119762908614
        },
        {
          "accuracy": 0.005859375,
          "energy": 1.3610917329788208,
          "energy_over_true": 0.5158980120415064
        },
        {
          "accuracy": 0.0,
          "energy": 1.823849081993103,
          "energy_over_true": 1.0312879217965922
        },
        {
          "accuracy": 0.001953125,
          "energy": 1.9880963563919067,
          "energy_over_true": 1.2142161629368657
        }
      ],
      "best": {
        "accuracy": 0.03125,
        "energy": 0.9823355078697205,
        "energy_over_true": 0.09406324897622764
      },
      "accepted_moves": 224922
    },
    "sinkhorn": {
      "restarts": [
        {
          "mass_at_truth": 0.0013680851552635431,
          "hungarian_accuracy": 0.0,
          "mutual_nn_count": 249,
          "mutual_nn_precision": 0.0,
          "top_margin_decile_precision": 0.0,
          "accuracy": 0.0,
          "energy": 1.6900453567504883,
          "energy_over_true": 0.8822657830351457
        },
        {
          "mass_at_truth": 0.0019180605886504054,
          "hungarian_accuracy": 0.0,
          "mutual_nn_count": 287,
          "mutual_nn_precision": 0.0,
          "top_margin_decile_precision": 0.0,
          "accuracy": 0.0,
          "energy": 1.6555622816085815,
          "energy_over_true": 0.843860711730883
        },
        {
          "mass_at_truth": 0.003440555650740862,
          "hungarian_accuracy": 0.00390625,
          "mutual_nn_count": 316,
          "mutual_nn_precision": 0.0031645569620253164,
          "top_margin_decile_precision": 0.0,
          "accuracy": 0.00390625,
          "energy": 1.5463546514511108,
          "energy_over_true": 0.7222321503016218
        },
        {
          "mass_at_truth": 0.0019705535378307104,
          "hungarian_accuracy": 0.001953125,
          "mutual_nn_count": 249,
          "mutual_nn_precision": 0.0,
          "top_margin_decile_precision": 0.0,
          "accuracy": 0.001953125,
          "energy": 1.655998945236206,
          "energy_over_true": 0.8443470401017108
        }
      ]
    },
    "homotopy": {
      "restarts": [
        {
          "mass_at_truth": 0.0030029963236302137,
          "hungarian_accuracy": 0.00390625,
          "mutual_nn_count": 428,
          "mutual_nn_precision": 0.004672897196261682,
          "top_margin_decile_precision": 0.0,
          "accuracy": 0.00390625,
          "energy": 1.451491355895996,
          "energy_over_true": 0.6165794028317775
        }
      ]
    }
  },
  "summary": {
    "tempering": {
      "accuracy": 0.03125,
      "energy": 0.9823524951934814,
      "energy_over_true": 0.09408216838459316
    },
    "sinkhorn": {
      "mass_at_truth": 0.003440555650740862,
      "hungarian_accuracy": 0.00390625,
      "mutual_nn_count": 316,
      "mutual_nn_precision": 0.0031645569620253164,
      "top_margin_decile_precision": 0.0,
      "accuracy": 0.00390625,
      "energy": 1.5463546514511108,
      "energy_over_true": 0.7222321503016218
    },
    "homotopy": {
      "mass_at_truth": 0.0030029963236302137,
      "hungarian_accuracy": 0.00390625,
      "mutual_nn_count": 428,
      "mutual_nn_precision": 0.004672897196261682,
      "top_margin_decile_precision": 0.0,
      "accuracy": 0.00390625,
      "energy": 1.451491355895996,
      "energy_over_true": 0.6165794028317775
    }
  }
}